Pith. sign in
Pith Number

pith:JDKC6YBZ

pith:2025:JDKC6YBZU7QEWJIPGHDP7IIYL5
not attested not anchored not stored refs pending

No Thoughts Just AI: Biased LLM Hiring Recommendations Alter Human Decision Making and Limit Human Autonomy

Anna-Maria Gueorguieva, Aylin Caliskan, Kyra Wilson, Mattea Sim

arxiv:2509.04404 v2 · 2025-09-04 · cs.CY · cs.AI · cs.CL · cs.HC

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{JDKC6YBZU7QEWJIPGHDP7IIYL5}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp
2 Internet Archive
3 Author claim open · sign in to claim
4 Citations open
5 Replications open
Portable graph bundle live · download bundle · merged state
The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

Receipt and verification
First computed 2026-07-05T12:07:11.958641Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

48d42f6039a7e04b250f31c6ffa1185f6eb6030b73e1ea9cbde2efdcd8595914

Aliases

arxiv: 2509.04404 · arxiv_version: 2509.04404v2 · doi: 10.48550/arxiv.2509.04404 · pith_short_12: JDKC6YBZU7QE · pith_short_16: JDKC6YBZU7QEWJIP · pith_short_8: JDKC6YBZ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/JDKC6YBZU7QEWJIPGHDP7IIYL5 \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 48d42f6039a7e04b250f31c6ffa1185f6eb6030b73e1ea9cbde2efdcd8595914
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "fff4fdaa5a4c1877021823d849dcc58f9af84d043206614f126d0acdf7d89d9c",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.HC"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2025-09-04T17:16:26Z",
    "title_canon_sha256": "470a09e966aee22c753364670ee1884d45686a52775a66088307ba176f697895"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.04404",
    "kind": "arxiv",
    "version": 2
  }
}